Jonathan Serrano-Pérez

According to our database, Jonathan Serrano-Pérez authored at least 10 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Semi-supervised hierarchical multi-label classifier based on local information.

Jonathan Serrano-Pérez, Luis Enrique Sucar

Int. J. Approx. Reason., 2025

2024

A semi-supervised hierarchical classifier based on local information.

Jonathan Serrano-Pérez, Luis Enrique Sucar

Pattern Anal. Appl., December, 2024

Bayesian and Convolutional Networks for Hierarchical Morphological Classification of Galaxies.

Jonathan Serrano-Pérez, Raquel Díaz-Hernández, Luis Enrique Sucar

CoRR, 2024

Semi-supervised Hierarchical Bayesian Multi-label Classification.

Jonathan Serrano-Pérez, Luis Enrique Sucar

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2024, 2024

2022

Application of the LDA Model for Obtaining Topics from the WIKICORPUS.

Gerardo Martínez Guzmán, María Beatríz Bernábe-Loranca, Carmen Cerón-Garnica, Jonathan Serrano-Pérez, Etelvina Archundia-Sierra

Computación y Sistemas, 2022

Semi-supervised Hierarchical Classification Based on Local Information.

Jonathan Serrano-Pérez, Luis Enrique Sucar

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2022, 2022

2021

Artificial datasets for hierarchical classification.

Jonathan Serrano-Pérez, Luis Enrique Sucar

Expert Syst. Appl., 2021

2020

PGM_PyLib: A Toolkit for Probabilistic Graphical Models in Python.

Jonathan Serrano-Pérez, Luis Enrique Sucar

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

2019

Hierarchical Classification With Bayesian Networks and Chained Classifiers.

Jonathan Serrano-Pérez, Luis Enrique Sucar

Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

2018

Detección automática de engaño en notas de opinión a partir de técnicas de perfilado de autores.

Jonathan Serrano-Pérez, Javier Sánchez-Junquera, Hugo Jair Escalante Balderas, Luis Villaseñor Pineda

Res. Comput. Sci., 2018